question

mary avatar image
0 Likes"
mary asked Jeanette F commented

How to determine the distribution based on given values

Hello, I want to know which statistical distribution should be used as per the given data below:

MTTR = 5 mins & MTBF = 200 mins

these are the only data i have to determine the distribution, how to choose the distribution?

FlexSim 20.0.10
mtbf mttrbreakdownstatistical distribution
· 1
5 |100000

Up to 12 attachments (including images) can be used with a maximum of 23.8 MiB each and 47.7 MiB total.

Jeanette F avatar image Jeanette F ♦♦ commented ·

Hi @mary,

We haven't heard back from you. Were you able to solve your problem? If so, please add and accept an answer to let others know the solution. Or please respond to the previous comment so that we can continue to help you.

If we don't hear back in the next 3 business days, we'll assume you were able to solve your problem and we'll close this case in our tracker. You can always comment back at any time to reopen your question, or you can contact your local FlexSim distributor for phone or email help.

0 Likes 0 ·

1 Answer

·
Jason Lightfoot avatar image
0 Likes"
Jason Lightfoot answered Jason Lightfoot commented

https://en.wikipedia.org/wiki/Failure_rate

If you don't know anything other than observations are independent, then you could use negative exponential. Since this is memoryless, you can also use it for the first observation.

If you know the min and max values then you could try to approximate a shape by reverting to triangular or looking for a distribution by matching shape visually.


· 2
5 |100000

Up to 12 attachments (including images) can be used with a maximum of 23.8 MiB each and 47.7 MiB total.

mary avatar image mary commented ·
Is negative exponential same for both MTTR and MTBF?


0 Likes 0 ·
Jason Lightfoot avatar image Jason Lightfoot ♦ mary commented ·
What do you mean by the same? If you decide to use that for both they will of course be the same type but each will have a different parameter since the means are different (5mins and 20 mins).
0 Likes 0 ·

Write an Answer

Hint: Notify or tag a user in this post by typing @username.

Up to 12 attachments (including images) can be used with a maximum of 23.8 MiB each and 47.7 MiB total.